Liked Songs Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	1242
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	887.5 KiB
Average record size in memory	731.7 B

Variable types

NUM	11
CAT	6
BOOL	2
URL	2

Reproduction

Analysis started	2020-08-16 15:34:51.577433
Analysis finished	2020-08-16 15:35:18.973766
Duration	27.4 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`type` has constant value "audio_features"	Constant
`target` has constant value "1"	Constant
`song_name` has a high cardinality: 1213 distinct values	High cardinality
`artist` has a high cardinality: 631 distinct values	High cardinality
`song_name` is uniformly distributed	Uniform
`id` has unique values	Unique
`uri` has unique values	Unique
`track_href` has unique values	Unique
`analysis_url` has unique values	Unique
`key` has 127 (10.2%) zeros	Zeros
`instrumentalness` has 436 (35.1%) zeros	Zeros

danceability
Real number (ℝ_≥0)

Distinct count	518
Unique (%)	41.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5539589371980675
Minimum	0.112
Maximum	0.953
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	0.112
5-th percentile	0.31005
Q1	0.459
median	0.556
Q3	0.655
95-th percentile	0.786
Maximum	0.953
Range	0.841
Interquartile range (IQR)	0.196

Descriptive statistics

Standard deviation	0.1437903358
Coefficient of variation (CV)	0.259568582
Kurtosis	-0.1341307855
Mean	0.5539589372
Median Absolute Deviation (MAD)	0.098
Skewness	-0.05048074693
Sum	688.017
Variance	0.02067566068

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.499	10	0.8%
0.49	9	0.7%
0.535	9	0.7%
0.559	8	0.6%
0.52	8	0.6%
0.606	7	0.6%
0.48	7	0.6%
0.563	7	0.6%
0.629	7	0.6%
0.468	6	0.5%
0.55	6	0.5%
0.512	6	0.5%
0.539	6	0.5%
0.521	6	0.5%
0.532	6	0.5%
0.66	6	0.5%
0.578	6	0.5%
0.574	6	0.5%
0.655	6	0.5%
0.716	6	0.5%
0.546	6	0.5%
0.667	6	0.5%
0.457	6	0.5%
0.459	6	0.5%
0.529	6	0.5%
Other values (493)	1074	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.112	1	0.1%
0.113	1	0.1%
0.154	1	0.1%
0.159	1	0.1%
0.163	1	0.1%
0.179	1	0.1%
0.19	1	0.1%
0.198	1	0.1%
0.203	1	0.1%
0.213	1	0.1%

Value	Count	Frequency (%)
0.953	1	0.1%
0.949	1	0.1%
0.933	1	0.1%
0.932	1	0.1%
0.918	1	0.1%
0.914	1	0.1%
0.907	1	0.1%
0.906	2	0.2%
0.894	1	0.1%
0.893	1	0.1%

energy
Real number (ℝ_≥0)

Distinct count	548
Unique (%)	44.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7407483091787439
Minimum	0.0608
Maximum	0.995
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	0.0608
5-th percentile	0.362
Q1	0.63125
median	0.7885
Q3	0.894
95-th percentile	0.97
Maximum	0.995
Range	0.9342
Interquartile range (IQR)	0.26275

Descriptive statistics

Standard deviation	0.1930247735
Coefficient of variation (CV)	0.2605807817
Kurtosis	0.1963258766
Mean	0.7407483092
Median Absolute Deviation (MAD)	0.1255
Skewness	-0.9006568535
Sum	920.0094
Variance	0.03725856318

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.842	8	0.6%
0.946	8	0.6%
0.873	8	0.6%
0.854	7	0.6%
0.881	7	0.6%
0.919	7	0.6%
0.988	7	0.6%
0.941	6	0.5%
0.777	6	0.5%
0.632	6	0.5%
0.875	6	0.5%
0.924	6	0.5%
0.945	6	0.5%
0.889	6	0.5%
0.983	6	0.5%
0.84	6	0.5%
0.713	6	0.5%
0.774	6	0.5%
0.912	6	0.5%
0.886	5	0.4%
0.574	5	0.4%
0.782	5	0.4%
0.799	5	0.4%
0.877	5	0.4%
0.959	5	0.4%
Other values (523)	1088	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0608	1	0.1%
0.0791	1	0.1%
0.0812	1	0.1%
0.0893	1	0.1%
0.11	1	0.1%
0.12	1	0.1%
0.139	1	0.1%
0.143	1	0.1%
0.167	1	0.1%
0.176	1	0.1%

Value	Count	Frequency (%)
0.995	4	0.3%
0.994	2	0.2%
0.993	2	0.2%
0.992	1	0.1%
0.991	1	0.1%
0.99	1	0.1%
0.989	3	0.2%
0.988	7	0.6%
0.987	3	0.2%
0.986	1	0.1%

key
Real number (ℝ_≥0)

ZEROS

Distinct count	12
Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.086956521739131
Minimum	0
Maximum	11
Zeros	127
Zeros (%)	10.2%
Memory size	9.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.622897979
Coefficient of variation (CV)	0.7121936197
Kurtosis	-1.324781268
Mean	5.086956522
Median Absolute Deviation (MAD)	3
Skewness	0.1462055067
Sum	6318
Variance	13.12538976

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	165	13.3%
2	145	11.7%
0	127	10.2%
11	106	8.5%
7	105	8.5%
5	104	8.4%
9	99	8.0%
4	94	7.6%
10	90	7.2%
8	84	6.8%
6	78	6.3%
3	45	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	127	10.2%
1	165	13.3%
2	145	11.7%
3	45	3.6%
4	94	7.6%
5	104	8.4%
6	78	6.3%
7	105	8.5%
8	84	6.8%
9	99	8.0%

Value	Count	Frequency (%)
11	106	8.5%
10	90	7.2%
9	99	8.0%
8	84	6.8%
7	105	8.5%
6	78	6.3%
5	104	8.4%
4	94	7.6%
3	45	3.6%
2	145	11.7%

loudness
Real number (ℝ)

Distinct count	1149
Unique (%)	92.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-6.07631884057971
Minimum	-22.846
Maximum	-1.16
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	-22.846
5-th percentile	-11.12455
Q1	-7.36475
median	-5.512
Q3	-4.15825
95-th percentile	-2.90975
Maximum	-1.16
Range	21.686
Interquartile range (IQR)	3.2065

Descriptive statistics

Standard deviation	2.728280675
Coefficient of variation (CV)	-0.4490022243
Kurtosis	4.524082342
Mean	-6.076318841
Median Absolute Deviation (MAD)	1.5235
Skewness	-1.601355523
Sum	-7546.788
Variance	7.443515441

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-5.512	3	0.2%
-7.103	3	0.2%
-4.743	3	0.2%
-3.74	3	0.2%
-6.428	2	0.2%
-5.499	2	0.2%
-6.388	2	0.2%
-7.494	2	0.2%
-5.62	2	0.2%
-3.995	2	0.2%
-5.867	2	0.2%
-13.496	2	0.2%
-9.443	2	0.2%
-6.718	2	0.2%
-4.001	2	0.2%
-4.071	2	0.2%
-4.296	2	0.2%
-7.298	2	0.2%
-5.677	2	0.2%
-4.773	2	0.2%
-4.369	2	0.2%
-4.906	2	0.2%
-7.316	2	0.2%
-5.119	2	0.2%
-3.264	2	0.2%
Other values (1124)	1188	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22.846	1	0.1%
-22.644	1	0.1%
-20.563	1	0.1%
-19.316	1	0.1%
-18.213	1	0.1%
-18.064	1	0.1%
-17.227	1	0.1%
-16.464	1	0.1%
-16.326	1	0.1%
-16.225	1	0.1%

Value	Count	Frequency (%)
-1.16	1	0.1%
-1.277	1	0.1%
-1.451	1	0.1%
-1.598	1	0.1%
-1.62	1	0.1%
-1.685	1	0.1%
-1.695	1	0.1%
-1.743	1	0.1%
-1.766	1	0.1%
-1.894	1	0.1%

mode
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

1	715
0	527

Frequency Table

Value	Count	Frequency (%)
1	715	57.6%
0	527	42.4%

speechiness
Real number (ℝ_≥0)

Distinct count	640
Unique (%)	51.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.08160225442834139
Minimum	0.0238
Maximum	0.792
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	0.0238
5-th percentile	0.029
Q1	0.037625
median	0.0534
Q3	0.0892
95-th percentile	0.2449
Maximum	0.792
Range	0.7682
Interquartile range (IQR)	0.051575

Descriptive statistics

Standard deviation	0.07826344709
Coefficient of variation (CV)	0.9590843738
Kurtosis	13.4031021
Mean	0.08160225443
Median Absolute Deviation (MAD)	0.01925
Skewness	3.133975923
Sum	101.35
Variance	0.00612516715

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0357	9	0.7%
0.12	8	0.6%
0.0302	8	0.6%
0.116	7	0.6%
0.0459	7	0.6%
0.037	7	0.6%
0.0295	6	0.5%
0.0396	6	0.5%
0.0623	6	0.5%
0.0398	6	0.5%
0.0381	6	0.5%
0.0394	6	0.5%
0.0278	6	0.5%
0.0452	5	0.4%
0.0449	5	0.4%
0.0363	5	0.4%
0.0376	5	0.4%
0.0382	5	0.4%
0.033	5	0.4%
0.032	5	0.4%
0.0838	5	0.4%
0.043	5	0.4%
0.113	5	0.4%
0.0378	5	0.4%
0.0324	5	0.4%
Other values (615)	1094	88.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0238	1	0.1%
0.0244	1	0.1%
0.0246	1	0.1%
0.0249	1	0.1%
0.0251	2	0.2%
0.0254	1	0.1%
0.0257	2	0.2%
0.0258	1	0.1%
0.0262	3	0.2%
0.0263	1	0.1%

Value	Count	Frequency (%)
0.792	1	0.1%
0.607	1	0.1%
0.569	1	0.1%
0.481	1	0.1%
0.475	2	0.2%
0.462	1	0.1%
0.446	1	0.1%
0.438	1	0.1%
0.434	1	0.1%
0.431	1	0.1%

acousticness
Real number (ℝ_≥0)

Distinct count	1008
Unique (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1415967165619968
Minimum	2.27e-06
Maximum	0.994
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	2.27e-06
5-th percentile	7.812e-05
Q1	0.002055
median	0.02695
Q3	0.16775
95-th percentile	0.71745
Maximum	0.994
Range	0.99399773
Interquartile range (IQR)	0.165695

Descriptive statistics

Standard deviation	0.2286273604
Coefficient of variation (CV)	1.614637443
Kurtosis	2.925260565
Mean	0.1415967166
Median Absolute Deviation (MAD)	0.026778
Skewness	1.942151552
Sum	175.863122
Variance	0.05227046992

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.114	6	0.5%
0.131	5	0.4%
0.11	5	0.4%
0.351	4	0.3%
0.00135	4	0.3%
0.183	4	0.3%
0.0141	4	0.3%
0.0115	4	0.3%
0.00131	4	0.3%
0.145	4	0.3%
0.0117	3	0.2%
0.0261	3	0.2%
0.112	3	0.2%
0.134	3	0.2%
0.227	3	0.2%
0.101	3	0.2%
0.00112	3	0.2%
0.0012	3	0.2%
0.182	3	0.2%
0.00125	3	0.2%
0.000273	3	0.2%
0.382	3	0.2%
0.0483	3	0.2%
0.103	3	0.2%
0.0137	3	0.2%
Other values (983)	1153	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.27e-06	1	0.1%
2.81e-06	1	0.1%
2.88e-06	1	0.1%
4.42e-06	1	0.1%
5.22e-06	1	0.1%
5.32e-06	1	0.1%
5.39e-06	1	0.1%
5.61e-06	1	0.1%
5.88e-06	1	0.1%
9.17e-06	1	0.1%

Value	Count	Frequency (%)
0.994	1	0.1%
0.984	1	0.1%
0.979	1	0.1%
0.967	1	0.1%
0.964	1	0.1%
0.953	1	0.1%
0.952	1	0.1%
0.951	1	0.1%
0.925	1	0.1%
0.924	2	0.2%

instrumentalness
Real number (ℝ_≥0)

ZEROS

Distinct count	721
Unique (%)	58.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.06789190673107891
Minimum	0.0
Maximum	0.973
Zeros	436
Zeros (%)	35.1%
Memory size	9.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.65e-05
Q3	0.00377
95-th percentile	0.70785
Maximum	0.973
Range	0.973
Interquartile range (IQR)	0.00377

Descriptive statistics

Standard deviation	0.2036739095
Coefficient of variation (CV)	2.999973329
Kurtosis	9.060613416
Mean	0.06789190673
Median Absolute Deviation (MAD)	2.65e-05
Skewness	3.220160379
Sum	84.32174816
Variance	0.0414830614

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	436	35.1%
0.000294	5	0.4%
0.000119	4	0.3%
0.000105	4	0.3%
0.819	3	0.2%
3.75e-05	3	0.2%
0.000102	3	0.2%
1.15e-05	3	0.2%
1.41e-05	3	0.2%
0.128	3	0.2%
1.87e-05	3	0.2%
1.48e-05	2	0.2%
0.0761	2	0.2%
0.0121	2	0.2%
0.0139	2	0.2%
0.0122	2	0.2%
0.00325	2	0.2%
0.000225	2	0.2%
5.36e-06	2	0.2%
0.000228	2	0.2%
0.809	2	0.2%
0.00101	2	0.2%
0.798	2	0.2%
0.000202	2	0.2%
0.0187	2	0.2%
Other values (696)	744	59.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	436	35.1%
1e-06	1	0.1%
1.06e-06	1	0.1%
1.08e-06	1	0.1%
1.1e-06	1	0.1%
1.12e-06	1	0.1%
1.13e-06	1	0.1%
1.15e-06	1	0.1%
1.19e-06	1	0.1%
1.2e-06	1	0.1%

Value	Count	Frequency (%)
0.973	1	0.1%
0.959	1	0.1%
0.958	1	0.1%
0.95	1	0.1%
0.94	1	0.1%
0.937	1	0.1%
0.923	1	0.1%
0.921	1	0.1%
0.916	1	0.1%
0.913	2	0.2%

liveness
Real number (ℝ_≥0)

Distinct count	580
Unique (%)	46.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.20056280193236714
Minimum	0.0219
Maximum	0.967
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	0.0219
5-th percentile	0.0642
Q1	0.09805
median	0.133
Q3	0.26075
95-th percentile	0.5389
Maximum	0.967
Range	0.9451
Interquartile range (IQR)	0.1627

Descriptive statistics

Standard deviation	0.1616549696
Coefficient of variation (CV)	0.8060067374
Kurtosis	4.828338108
Mean	0.2005628019
Median Absolute Deviation (MAD)	0.0509
Skewness	2.060469515
Sum	249.099
Variance	0.0261323292

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.111	20	1.6%
0.106	17	1.4%
0.105	14	1.1%
0.102	14	1.1%
0.113	14	1.1%
0.107	13	1.0%
0.11	12	1.0%
0.114	12	1.0%
0.108	12	1.0%
0.101	12	1.0%
0.116	12	1.0%
0.109	12	1.0%
0.1	10	0.8%
0.14	10	0.8%
0.127	9	0.7%
0.131	9	0.7%
0.104	8	0.6%
0.118	8	0.6%
0.115	8	0.6%
0.134	7	0.6%
0.119	7	0.6%
0.133	6	0.5%
0.12	6	0.5%
0.123	6	0.5%
0.129	6	0.5%
Other values (555)	978	78.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0219	1	0.1%
0.0243	1	0.1%
0.026	1	0.1%
0.0285	1	0.1%
0.033	1	0.1%
0.0338	1	0.1%
0.035	1	0.1%
0.0361	1	0.1%
0.0371	1	0.1%
0.0387	1	0.1%

Value	Count	Frequency (%)
0.967	2	0.2%
0.955	1	0.1%
0.954	1	0.1%
0.934	1	0.1%
0.904	1	0.1%
0.899	1	0.1%
0.886	1	0.1%
0.868	1	0.1%
0.862	1	0.1%
0.851	1	0.1%

valence
Real number (ℝ_≥0)

Distinct count	658
Unique (%)	53.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4485895330112722
Minimum	0.0337
Maximum	0.98
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	0.0337
5-th percentile	0.109
Q1	0.278
median	0.43
Q3	0.6095
95-th percentile	0.83095
Maximum	0.98
Range	0.9463
Interquartile range (IQR)	0.3315

Descriptive statistics

Standard deviation	0.2199088575
Coefficient of variation (CV)	0.4902228906
Kurtosis	-0.7179918084
Mean	0.448589533
Median Absolute Deviation (MAD)	0.167
Skewness	0.2519797598
Sum	557.1482
Variance	0.04835990563

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.397	6	0.5%
0.505	6	0.5%
0.296	6	0.5%
0.523	5	0.4%
0.335	5	0.4%
0.348	5	0.4%
0.612	5	0.4%
0.181	5	0.4%
0.356	5	0.4%
0.352	5	0.4%
0.358	5	0.4%
0.373	5	0.4%
0.109	4	0.3%
0.314	4	0.3%
0.482	4	0.3%
0.597	4	0.3%
0.49	4	0.3%
0.756	4	0.3%
0.646	4	0.3%
0.282	4	0.3%
0.494	4	0.3%
0.383	4	0.3%
0.304	4	0.3%
0.731	4	0.3%
0.419	4	0.3%
Other values (633)	1127	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0337	1	0.1%
0.0342	1	0.1%
0.0349	1	0.1%
0.0352	1	0.1%
0.0366	1	0.1%
0.038	1	0.1%
0.039	1	0.1%
0.0391	1	0.1%
0.0396	1	0.1%
0.0399	1	0.1%

Value	Count	Frequency (%)
0.98	1	0.1%
0.971	1	0.1%
0.97	1	0.1%
0.965	1	0.1%
0.964	1	0.1%
0.96	1	0.1%
0.953	2	0.2%
0.946	2	0.2%
0.945	1	0.1%
0.942	1	0.1%

tempo
Real number (ℝ_≥0)

Distinct count	1200
Unique (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	123.79035909822865
Minimum	48.718
Maximum	216.158
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	48.718
5-th percentile	82.09155
Q1	100.99725
median	120.01
Q3	142.6845
95-th percentile	175.04575
Maximum	216.158
Range	167.44
Interquartile range (IQR)	41.68725

Descriptive statistics

Standard deviation	28.57871717
Coefficient of variation (CV)	0.2308638361
Kurtosis	-0.4509231065
Mean	123.7903591
Median Absolute Deviation (MAD)	20.01
Skewness	0.4665015929
Sum	153747.626
Variance	816.7430751

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
120.017	3	0.2%
146.005	3	0.2%
84.581	2	0.2%
114.991	2	0.2%
120.01	2	0.2%
110.018	2	0.2%
104.964	2	0.2%
95.431	2	0.2%
109.975	2	0.2%
140.029	2	0.2%
100.004	2	0.2%
140.026	2	0.2%
120.026	2	0.2%
120.003	2	0.2%
173.941	2	0.2%
100.007	2	0.2%
106.228	2	0.2%
110.008	2	0.2%
79.929	2	0.2%
105.191	2	0.2%
99.997	2	0.2%
149.958	2	0.2%
109.979	2	0.2%
174.997	2	0.2%
175.069	2	0.2%
Other values (1175)	1190	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
48.718	1	0.1%
68.985	1	0.1%
69.636	1	0.1%
72.139	1	0.1%
72.517	1	0.1%
72.976	1	0.1%
72.989	1	0.1%
73.205	1	0.1%
73.483	1	0.1%
74.003	1	0.1%

Value	Count	Frequency (%)
216.158	1	0.1%
208.951	1	0.1%
204.11	1	0.1%
200.056	1	0.1%
200.024	1	0.1%
198.556	1	0.1%
196.505	1	0.1%
196.118	1	0.1%
195.795	1	0.1%
193.155	1	0.1%

type
Categorical

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

audio_features	1242

Value	Count	Frequency (%)
audio_features	1242	100.0%

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories (?)	2
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	2484	14.3%
u	2484	14.3%
e	2484	14.3%
d	1242	7.1%
i	1242	7.1%
o	1242	7.1%
_	1242	7.1%
f	1242	7.1%
t	1242	7.1%
r	1242	7.1%
s	1242	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16146	92.9%
Connector Punctuation	1242	7.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	2484	15.4%
u	2484	15.4%
e	2484	15.4%
d	1242	7.7%
i	1242	7.7%
o	1242	7.7%
f	1242	7.7%
t	1242	7.7%
r	1242	7.7%
s	1242	7.7%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	1242	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16146	92.9%
Common	1242	7.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	2484	15.4%
u	2484	15.4%
e	2484	15.4%
d	1242	7.7%
i	1242	7.7%
o	1242	7.7%
f	1242	7.7%
t	1242	7.7%
r	1242	7.7%
s	1242	7.7%

Most frequent Common characters

Value	Count	Frequency (%)
_	1242	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17388	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	2484	14.3%
u	2484	14.3%
e	2484	14.3%
d	1242	7.1%
i	1242	7.1%
o	1242	7.1%
_	1242	7.1%
f	1242	7.1%
t	1242	7.1%
r	1242	7.1%
s	1242	7.1%

id
Categorical

UNIQUE

Distinct count	1242
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

5pMmWfuL0FTGshYt7HVJ8P	1
4HcDu9IGRCvSTJE4yW5Ugv	1
5RK8kePPbYkBqMu1e23zuv	1
1KlDcHrlDPUJJPmMup3tUp	1
6onUMBL8givfqZPqWQ6945	1
Other values (1237)	1237

Value	Count	Frequency (%)
5pMmWfuL0FTGshYt7HVJ8P	1	0.1%
4HcDu9IGRCvSTJE4yW5Ugv	1	0.1%
5RK8kePPbYkBqMu1e23zuv	1	0.1%
1KlDcHrlDPUJJPmMup3tUp	1	0.1%
6onUMBL8givfqZPqWQ6945	1	0.1%
0i6MFSVoW9FRPwEau74Wrq	1	0.1%
0jWgAnTrNZmOGmqgvHhZEm	1	0.1%
5fClxrCCWOGtySWOfOK3V4	1	0.1%
1FOUJzuApMpMM1wiuy3qfl	1	0.1%
0jqBo5RYn008f4ZY8kPewW	1	0.1%
2hQnLzly0jRPpLPp23sA4i	1	0.1%
3fttmSWGThBQTNkuHMoCTN	1	0.1%
3EJWBUjdvBYuXEaqOhIapA	1	0.1%
3JBhJEZUrP2dt3HcXaNxyz	1	0.1%
2YRJxFhJQQvUsf14rXpvBD	1	0.1%
5YNf9s8WE3iF33YaFNrgpa	1	0.1%
1GtVGc1UYin3zpMUdNSSpM	1	0.1%
7lGKEWMXVWWTt3X71Bv44I	1	0.1%
6x2w7tJogu6rIWT9DomoO9	1	0.1%
2SpEHTbUuebeLkgs9QB7Ue	1	0.1%
4qjNQlgryuIV8DVDMJYA7a	1	0.1%
6Xz7FeyE8HTP90HecgHV57	1	0.1%
76gYk9g0bZj47NyIKzjLF6	1	0.1%
1aGvLFHJ2shKqO9uycaUcW	1	0.1%
7pqgMEKsDMOHUdFQ7n0N9K	1	0.1%
Other values (1217)	1217	98.0%

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Overview of Unicode Properties

Unique unicode characters	62
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
6	621	2.3%
3	617	2.3%
5	583	2.1%
0	576	2.1%
1	569	2.1%
4	553	2.0%
7	552	2.0%
2	548	2.0%
Z	465	1.7%
C	456	1.7%
s	456	1.7%
U	453	1.7%
F	451	1.7%
W	450	1.6%
u	448	1.6%
t	444	1.6%
h	439	1.6%
E	437	1.6%
G	435	1.6%
Q	434	1.6%
b	433	1.6%
w	433	1.6%
r	432	1.6%
p	431	1.6%
g	430	1.6%
Other values (37)	15178	55.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10945	40.1%
Lowercase Letter	10923	40.0%
Decimal Number	5456	20.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
6	621	11.4%
3	617	11.3%
5	583	10.7%
0	576	10.6%
1	569	10.4%
4	553	10.1%
7	552	10.1%
2	548	10.0%
9	427	7.8%
8	410	7.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Z	465	4.2%
C	456	4.2%
U	453	4.1%
F	451	4.1%
W	450	4.1%
E	437	4.0%
G	435	4.0%
Q	434	4.0%
A	427	3.9%
P	427	3.9%
R	419	3.8%
I	418	3.8%
S	418	3.8%
Y	416	3.8%
K	412	3.8%
B	412	3.8%
O	412	3.8%
V	409	3.7%
M	408	3.7%
T	407	3.7%
H	407	3.7%
L	404	3.7%
D	401	3.7%
N	394	3.6%
J	391	3.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	456	4.2%
u	448	4.1%
t	444	4.1%
h	439	4.0%
b	433	4.0%
w	433	4.0%
r	432	4.0%
p	431	3.9%
g	430	3.9%
z	428	3.9%
c	427	3.9%
y	426	3.9%
n	423	3.9%
e	421	3.9%
l	420	3.8%
i	419	3.8%
o	416	3.8%
k	413	3.8%
x	412	3.8%
a	409	3.7%
d	408	3.7%
j	400	3.7%
f	397	3.6%
v	388	3.6%
q	387	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21868	80.0%
Common	5456	20.0%

Most frequent Common characters

Value	Count	Frequency (%)
6	621	11.4%
3	617	11.3%
5	583	10.7%
0	576	10.6%
1	569	10.4%
4	553	10.1%
7	552	10.1%
2	548	10.0%
9	427	7.8%
8	410	7.5%

Most frequent Latin characters

Value	Count	Frequency (%)
Z	465	2.1%
C	456	2.1%
s	456	2.1%
U	453	2.1%
F	451	2.1%
W	450	2.1%
u	448	2.0%
t	444	2.0%
h	439	2.0%
E	437	2.0%
G	435	2.0%
Q	434	2.0%
b	433	2.0%
w	433	2.0%
r	432	2.0%
p	431	2.0%
g	430	2.0%
z	428	2.0%
c	427	2.0%
A	427	2.0%
P	427	2.0%
y	426	1.9%
n	423	1.9%
e	421	1.9%
l	420	1.9%
Other values (27)	10942	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27324	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
6	621	2.3%
3	617	2.3%
5	583	2.1%
0	576	2.1%
1	569	2.1%
4	553	2.0%
7	552	2.0%
2	548	2.0%
Z	465	1.7%
C	456	1.7%
s	456	1.7%
U	453	1.7%
F	451	1.7%
W	450	1.6%
u	448	1.6%
t	444	1.6%
h	439	1.6%
E	437	1.6%
G	435	1.6%
Q	434	1.6%
b	433	1.6%
w	433	1.6%
r	432	1.6%
p	431	1.6%
g	430	1.6%
Other values (37)	15178	55.5%

uri
Categorical

UNIQUE

Distinct count	1242
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

spotify:track:6ZnlHRlFCshCTSCrf9nHR0	1
spotify:track:5sFDReWLrZHLFZFjHsjUTS	1
spotify:track:5PIxPhOifdCCdJYm6XcEgk	1
spotify:track:3bhG8TYIHgElq7wWf8VVOn	1
spotify:track:34oB5r0lcN3fYWCs2uA1k5	1
Other values (1237)	1237

Value	Count	Frequency (%)
spotify:track:6ZnlHRlFCshCTSCrf9nHR0	1	0.1%
spotify:track:5sFDReWLrZHLFZFjHsjUTS	1	0.1%
spotify:track:5PIxPhOifdCCdJYm6XcEgk	1	0.1%
spotify:track:3bhG8TYIHgElq7wWf8VVOn	1	0.1%
spotify:track:34oB5r0lcN3fYWCs2uA1k5	1	0.1%
spotify:track:7txxAtOMwLLnQTpKeBL6bp	1	0.1%
spotify:track:6bM3GKo47KVgvj3gHdWS0U	1	0.1%
spotify:track:3yelVZf4p9wDpWjPav5mOn	1	0.1%
spotify:track:5nVBstauG4hlbMPngRSDQT	1	0.1%
spotify:track:783TPwhbNk9Fb9ULu4hTtg	1	0.1%
spotify:track:780voClLvwbE1eSatqXaep	1	0.1%
spotify:track:2xGKkcdKQUyqKKfOhd58gP	1	0.1%
spotify:track:4btPWtXbiiTuhdPDJm6VpA	1	0.1%
spotify:track:2vesdp3VWtThIKeLdxHmFP	1	0.1%
spotify:track:4DhTYOiTlKBZzOf1eokBy9	1	0.1%
spotify:track:7hjUMZ5Ch80Wq2162hfTlR	1	0.1%
spotify:track:4ju4zNA8aY8LMPClsptrBW	1	0.1%
spotify:track:4SgbUaGlOe4sdOs3YfupWy	1	0.1%
spotify:track:6cr6UDpkjEaMQ80OjWqEBQ	1	0.1%
spotify:track:5yFSF6qQA1rcLsQRnBsZgb	1	0.1%
spotify:track:1IO0vmLJC3xjZK1f9VVX2K	1	0.1%
spotify:track:3xCsHloPBl211Yi4UEUUcm	1	0.1%
spotify:track:6WkJ2OK163XXS2oARUC9JM	1	0.1%
spotify:track:4OMKQBq51PnjZz042AghkR	1	0.1%
spotify:track:7L3b6iaVhDVjfo52Hbvh9Z	1	0.1%
Other values (1217)	1217	98.0%

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Overview of Unicode Properties

Unique unicode characters	63
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	2928	6.5%
:	2484	5.6%
s	1698	3.8%
r	1674	3.7%
p	1673	3.7%
c	1669	3.7%
y	1668	3.7%
i	1661	3.7%
o	1658	3.7%
k	1655	3.7%
a	1651	3.7%
f	1639	3.7%
6	621	1.4%
3	617	1.4%
5	583	1.3%
0	576	1.3%
1	569	1.3%
4	553	1.2%
7	552	1.2%
2	548	1.2%
Z	465	1.0%
C	456	1.0%
U	453	1.0%
F	451	1.0%
W	450	1.0%
Other values (38)	15760	35.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	25827	57.8%
Uppercase Letter	10945	24.5%
Decimal Number	5456	12.2%
Other Punctuation	2484	5.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	2928	11.3%
s	1698	6.6%
r	1674	6.5%
p	1673	6.5%
c	1669	6.5%
y	1668	6.5%
i	1661	6.4%
o	1658	6.4%
k	1655	6.4%
a	1651	6.4%
f	1639	6.3%
u	448	1.7%
h	439	1.7%
b	433	1.7%
w	433	1.7%
g	430	1.7%
z	428	1.7%
n	423	1.6%
e	421	1.6%
l	420	1.6%
x	412	1.6%
d	408	1.6%
j	400	1.5%
v	388	1.5%
q	387	1.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
:	2484	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
6	621	11.4%
3	617	11.3%
5	583	10.7%
0	576	10.6%
1	569	10.4%
4	553	10.1%
7	552	10.1%
2	548	10.0%
9	427	7.8%
8	410	7.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Z	465	4.2%
C	456	4.2%
U	453	4.1%
F	451	4.1%
W	450	4.1%
E	437	4.0%
G	435	4.0%
Q	434	4.0%
A	427	3.9%
P	427	3.9%
R	419	3.8%
I	418	3.8%
S	418	3.8%
Y	416	3.8%
K	412	3.8%
B	412	3.8%
O	412	3.8%
V	409	3.7%
M	408	3.7%
T	407	3.7%
H	407	3.7%
L	404	3.7%
D	401	3.7%
N	394	3.6%
J	391	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36772	82.2%
Common	7940	17.8%

Most frequent Latin characters

Value	Count	Frequency (%)
t	2928	8.0%
s	1698	4.6%
r	1674	4.6%
p	1673	4.5%
c	1669	4.5%
y	1668	4.5%
i	1661	4.5%
o	1658	4.5%
k	1655	4.5%
a	1651	4.5%
f	1639	4.5%
Z	465	1.3%
C	456	1.2%
U	453	1.2%
F	451	1.2%
W	450	1.2%
u	448	1.2%
h	439	1.2%
E	437	1.2%
G	435	1.2%
Q	434	1.2%
b	433	1.2%
w	433	1.2%
g	430	1.2%
z	428	1.2%
Other values (27)	11006	29.9%

Most frequent Common characters

Value	Count	Frequency (%)
:	2484	31.3%
6	621	7.8%
3	617	7.8%
5	583	7.3%
0	576	7.3%
1	569	7.2%
4	553	7.0%
7	552	7.0%
2	548	6.9%
9	427	5.4%
8	410	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44712	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	2928	6.5%
:	2484	5.6%
s	1698	3.8%
r	1674	3.7%
p	1673	3.7%
c	1669	3.7%
y	1668	3.7%
i	1661	3.7%
o	1658	3.7%
k	1655	3.7%
a	1651	3.7%
f	1639	3.7%
6	621	1.4%
3	617	1.4%
5	583	1.3%
0	576	1.3%
1	569	1.3%
4	553	1.2%
7	552	1.2%
2	548	1.2%
Z	465	1.0%
C	456	1.0%
U	453	1.0%
F	451	1.0%
W	450	1.0%
Other values (38)	15760	35.2%

track_href
URL

UNIQUE

Distinct count	1242
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

https://api.spotify.com/v1/tracks/3wTyLh0vhP3dN5yv0Mti17	1
https://api.spotify.com/v1/tracks/30iGc3gZlptjWNKNZjaEi7	1
https://api.spotify.com/v1/tracks/54Sc7mZQ1RM03STpk4SfaA	1
https://api.spotify.com/v1/tracks/6F6DxQ3XjToEHX1e2KKSbg	1
https://api.spotify.com/v1/tracks/7F6oEeRgjOoesYz8qOov7p	1
Other values (1237)	1237

Value	Count	Frequency (%)
https://api.spotify.com/v1/tracks/3wTyLh0vhP3dN5yv0Mti17	1	0.1%
https://api.spotify.com/v1/tracks/30iGc3gZlptjWNKNZjaEi7	1	0.1%
https://api.spotify.com/v1/tracks/54Sc7mZQ1RM03STpk4SfaA	1	0.1%
https://api.spotify.com/v1/tracks/6F6DxQ3XjToEHX1e2KKSbg	1	0.1%
https://api.spotify.com/v1/tracks/7F6oEeRgjOoesYz8qOov7p	1	0.1%
https://api.spotify.com/v1/tracks/4btPWtXbiiTuhdPDJm6VpA	1	0.1%
https://api.spotify.com/v1/tracks/1KlDcHrlDPUJJPmMup3tUp	1	0.1%
https://api.spotify.com/v1/tracks/3tZuwUQH8QIdAU4mdWdBdR	1	0.1%
https://api.spotify.com/v1/tracks/1fzJyTCKeZuTSLByCsLRHl	1	0.1%
https://api.spotify.com/v1/tracks/6ltk0wohYluOmYkXihJTIH	1	0.1%
https://api.spotify.com/v1/tracks/5ve8saw5u0CbP9fcyNzmxN	1	0.1%
https://api.spotify.com/v1/tracks/4sQJXbtxwoKHG7PwMRJ0Ig	1	0.1%
https://api.spotify.com/v1/tracks/6CQaVuICm1WVXyy3SZ5jEI	1	0.1%
https://api.spotify.com/v1/tracks/7fI68tGykUE5DosLnVASDA	1	0.1%
https://api.spotify.com/v1/tracks/2rzpeCJ9pACIsbDo071pQz	1	0.1%
https://api.spotify.com/v1/tracks/6CvTbrBxxc5jFwqsivhpxh	1	0.1%
https://api.spotify.com/v1/tracks/1jWFC9mBdFiujSHnfTj0id	1	0.1%
https://api.spotify.com/v1/tracks/5senrfXnvzHWbTtpjzpvwH	1	0.1%
https://api.spotify.com/v1/tracks/6onUMBL8givfqZPqWQ6945	1	0.1%
https://api.spotify.com/v1/tracks/6UbmWhxCm4HBKr1zrKGHgp	1	0.1%
https://api.spotify.com/v1/tracks/6RjKVXi31fui9m4dbiGRrL	1	0.1%
https://api.spotify.com/v1/tracks/3r6XMYrs2JR30kOW3tw8VA	1	0.1%
https://api.spotify.com/v1/tracks/2l57cfmCnOkwNX1tky02n1	1	0.1%
https://api.spotify.com/v1/tracks/48otelBlQznqDX6Uuio485	1	0.1%
https://api.spotify.com/v1/tracks/5Z7L8FJk0aRrpxYyvoCFik	1	0.1%
Other values (1217)	1217	98.0%

Value	Count	Frequency (%)
https	1242	100.0%

Value	Count	Frequency (%)
api.spotify.com	1242	100.0%

Value	Count	Frequency (%)
/v1/tracks/6Xs7OKt6i0Ddq8B4M5Dgvr	1	0.1%
/v1/tracks/1AhOkztLsXDz9zIIfgo9ZR	1	0.1%
/v1/tracks/5wQnmLuC1W7ATsArWACrgW	1	0.1%
/v1/tracks/566zgZLzBL7bNPop5Yjd18	1	0.1%
/v1/tracks/6Xo6taj3pa6TVHWGJqxo8o	1	0.1%
/v1/tracks/1py4qzrEEkOvU8uTHYLuOW	1	0.1%
/v1/tracks/7y9iMe8SOB6z3NoHE2OfXl	1	0.1%
/v1/tracks/4CG2XyRrTdgeVlptAZEw4J	1	0.1%
/v1/tracks/1pyGo7knT3LE2I1FJIrwdX	1	0.1%
/v1/tracks/5mpLcXEsk3jjzLFGuNKk5I	1	0.1%
/v1/tracks/4Uy3kNxW2kB8AEoXljEcth	1	0.1%
/v1/tracks/6CQaVuICm1WVXyy3SZ5jEI	1	0.1%
/v1/tracks/1TogTbSn3xkbapb6OUxRvq	1	0.1%
/v1/tracks/0JwtuqKYYCA1iJ5cubotGW	1	0.1%
/v1/tracks/6wqJeItl3Vc3az4ZicSQAB	1	0.1%
/v1/tracks/7jLQgJMKpTW5FF6KJHpon8	1	0.1%
/v1/tracks/7olBp1IK55L7SOehOBS0hu	1	0.1%
/v1/tracks/32pqqCrnIC5O5iE9c218PJ	1	0.1%
/v1/tracks/6erZDIGMbZG8lCllaxzZ19	1	0.1%
/v1/tracks/3PhDq7u2YZ7bcPRA7Bnpqy	1	0.1%
/v1/tracks/7GHqPV9RCRofSXh68htAkg	1	0.1%
/v1/tracks/1diSFxNvwkKMOI2vcadxy5	1	0.1%
/v1/tracks/2zwcnaxahJOnYwG0H6tXTz	1	0.1%
/v1/tracks/3wTyLh0vhP3dN5yv0Mti17	1	0.1%
/v1/tracks/48n92l7OnLEURhalUBtsl7	1	0.1%
Other values (1217)	1217	98.0%

Value	Count	Frequency (%)
	1242	100.0%

Value	Count	Frequency (%)
	1242	100.0%

analysis_url
URL

UNIQUE

Distinct count	1242
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

https://api.spotify.com/v1/audio-analysis/68IxvPnLXNumWzfT28qOPA	1
https://api.spotify.com/v1/audio-analysis/0HsGh7cboYz6cVMIyFrQ8j	1
https://api.spotify.com/v1/audio-analysis/597i9UhHbW8hHgBUp8Tm54	1
https://api.spotify.com/v1/audio-analysis/21jEuMn2lf37715rwjow2M	1
https://api.spotify.com/v1/audio-analysis/5QTxFnGygVM4jFQiBovmRo	1
Other values (1237)	1237

Value	Count	Frequency (%)
https://api.spotify.com/v1/audio-analysis/68IxvPnLXNumWzfT28qOPA	1	0.1%
https://api.spotify.com/v1/audio-analysis/0HsGh7cboYz6cVMIyFrQ8j	1	0.1%
https://api.spotify.com/v1/audio-analysis/597i9UhHbW8hHgBUp8Tm54	1	0.1%
https://api.spotify.com/v1/audio-analysis/21jEuMn2lf37715rwjow2M	1	0.1%
https://api.spotify.com/v1/audio-analysis/5QTxFnGygVM4jFQiBovmRo	1	0.1%
https://api.spotify.com/v1/audio-analysis/6nBQFAIVFmAx2oZ8p6lUg6	1	0.1%
https://api.spotify.com/v1/audio-analysis/7hZRh76Rl1Tc99jZseanbZ	1	0.1%
https://api.spotify.com/v1/audio-analysis/74Ex6ok99wnahZQ7cIiD6N	1	0.1%
https://api.spotify.com/v1/audio-analysis/0Fk2NcRQpungRyAx9Y6KTk	1	0.1%
https://api.spotify.com/v1/audio-analysis/0JwtuqKYYCA1iJ5cubotGW	1	0.1%
https://api.spotify.com/v1/audio-analysis/1t4CqrYMLXMqYTUQqdoE8r	1	0.1%
https://api.spotify.com/v1/audio-analysis/2cKBRXAja8JIgF2gSmrMke	1	0.1%
https://api.spotify.com/v1/audio-analysis/7G7cMNfyg3tFiFzfrgsw30	1	0.1%
https://api.spotify.com/v1/audio-analysis/7k1nk4lxKSVhXs5WgZWXEz	1	0.1%
https://api.spotify.com/v1/audio-analysis/3un2KQUaQ2brEpd8dK93wI	1	0.1%
https://api.spotify.com/v1/audio-analysis/5c0Wgs68kjgViFCVDGLB2I	1	0.1%
https://api.spotify.com/v1/audio-analysis/60c0wfBSz7erCZy6S8a8De	1	0.1%
https://api.spotify.com/v1/audio-analysis/3lWCa9e0KhDghboM5L9C6d	1	0.1%
https://api.spotify.com/v1/audio-analysis/2Tt5plsRljbA936tXOlLnC	1	0.1%
https://api.spotify.com/v1/audio-analysis/5NQbUaeTEOGdD6hHcre0dZ	1	0.1%
https://api.spotify.com/v1/audio-analysis/36TO60sxDduIsO3xH8IcUh	1	0.1%
https://api.spotify.com/v1/audio-analysis/0wqOReZDnrefefEsrIGeR4	1	0.1%
https://api.spotify.com/v1/audio-analysis/4cxvludVmQxryrnx1m9FqL	1	0.1%
https://api.spotify.com/v1/audio-analysis/7Ii2ALuxW7NkLfQPhV4Rn2	1	0.1%
https://api.spotify.com/v1/audio-analysis/63GmNhZUpREmJzM53mc4eJ	1	0.1%
Other values (1217)	1217	98.0%

Value	Count	Frequency (%)
https	1242	100.0%

Value	Count	Frequency (%)
api.spotify.com	1242	100.0%

Value	Count	Frequency (%)
/v1/audio-analysis/2VqhtcC3YZWtZcgxjDxwdw	1	0.1%
/v1/audio-analysis/2cKBRXAja8JIgF2gSmrMke	1	0.1%
/v1/audio-analysis/3LI4MmibTkXH5cGpCGZgyw	1	0.1%
/v1/audio-analysis/6xXRrMbjfPUoQfK7OM8IHG	1	0.1%
/v1/audio-analysis/2rzpeCJ9pACIsbDo071pQz	1	0.1%
/v1/audio-analysis/6YpgQ4oCUrV6teFr2ouIyQ	1	0.1%
/v1/audio-analysis/2gE58DQyqgsvsK87SWUN62	1	0.1%
/v1/audio-analysis/0VMGkTgqqW2QRhjLPFqLVv	1	0.1%
/v1/audio-analysis/3a61be1anmjh3hzBrQzlYn	1	0.1%
/v1/audio-analysis/16Me2jlMlTX4xsps2j71mC	1	0.1%
/v1/audio-analysis/6Ju5vBeaPiBH4CTIbRnHQb	1	0.1%
/v1/audio-analysis/2GDWfM3NQoD0UeCwI1qbvh	1	0.1%
/v1/audio-analysis/55G4Der9QqteKU713FRgBM	1	0.1%
/v1/audio-analysis/37viQcdPlZCJXA2YJ5JuMo	1	0.1%
/v1/audio-analysis/0VdjJah1N4GRl5jnalJqJB	1	0.1%
/v1/audio-analysis/65LNWbKSo8PyqHz30oqDHG	1	0.1%
/v1/audio-analysis/1PS1QMdUqOal0ai3Gt7sDQ	1	0.1%
/v1/audio-analysis/5mkGfmJGFZpwK9nA5amOhv	1	0.1%
/v1/audio-analysis/4FkF0jsdsXFIdOBQ9znlN3	1	0.1%
/v1/audio-analysis/5OnFk36NsrcOkWgAZnn5bN	1	0.1%
/v1/audio-analysis/7KVw7ma2iBd2d9yefbD3t1	1	0.1%
/v1/audio-analysis/4lY95OMGb9WxP6IYut64ir	1	0.1%
/v1/audio-analysis/44b5u2VXXREocuTjx70iBZ	1	0.1%
/v1/audio-analysis/1mcJ6f73e14bg8nZJgsc6m	1	0.1%
/v1/audio-analysis/780voClLvwbE1eSatqXaep	1	0.1%
Other values (1217)	1217	98.0%

Value	Count	Frequency (%)
	1242	100.0%

Value	Count	Frequency (%)
	1242	100.0%

duration_ms
Real number (ℝ_≥0)

Distinct count	1191
Unique (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	237555.70531400965
Minimum	87347
Maximum	739819
Zeros	0
Zeros (%)	0.0%
Memory size	9.8 KiB

Quantile statistics

Minimum	87347
5-th percentile	167366.65
Q1	199895.75
median	224265.5
Q3	257599.5
95-th percentile	354269.7
Maximum	739819
Range	652472
Interquartile range (IQR)	57703.75

Descriptive statistics

Standard deviation	66067.80767
Coefficient of variation (CV)	0.2781150113
Kurtosis	12.34916573
Mean	237555.7053
Median Absolute Deviation (MAD)	27293
Skewness	2.555135966
Sum	295044186
Variance	4364955211

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
214733	3	0.2%
220800	3	0.2%
200000	3	0.2%
179600	3	0.2%
276000	3	0.2%
241307	2	0.2%
177827	2	0.2%
225693	2	0.2%
227077	2	0.2%
214907	2	0.2%
186122	2	0.2%
266600	2	0.2%
273467	2	0.2%
170453	2	0.2%
199080	2	0.2%
252733	2	0.2%
173493	2	0.2%
206480	2	0.2%
258293	2	0.2%
205733	2	0.2%
200067	2	0.2%
219720	2	0.2%
215080	2	0.2%
246000	2	0.2%
141600	2	0.2%
Other values (1166)	1187	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
87347	1	0.1%
94467	1	0.1%
99560	1	0.1%
101053	1	0.1%
107640	1	0.1%
110080	1	0.1%
117931	1	0.1%
118107	1	0.1%
120773	1	0.1%
121682	1	0.1%

Value	Count	Frequency (%)
739819	1	0.1%
728413	1	0.1%
713192	1	0.1%
692853	1	0.1%
628547	1	0.1%
621027	1	0.1%
602048	1	0.1%
562707	1	0.1%
493933	1	0.1%
487960	1	0.1%

time_signature
Categorical

Distinct count	4
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

4	1177
3	55
5	5
1	5

Value	Count	Frequency (%)
4	1177	94.8%
3	55	4.4%
5	5	0.4%
1	5	0.4%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
4	1177	94.8%
3	55	4.4%
1	5	0.4%
5	5	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1242	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	1177	94.8%
3	55	4.4%
1	5	0.4%
5	5	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	1242	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
4	1177	94.8%
3	55	4.4%
1	5	0.4%
5	5	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1242	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
4	1177	94.8%
3	55	4.4%
1	5	0.4%
5	5	0.4%

song_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	1213
Unique (%)	97.7%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Closer	3
Killer Queen - 2011 Mix	2
You're Gonna Go Far, Kid	2
Lightning Crashes	2
Simple Man	2
Other values (1208)	1231

Value	Count	Frequency (%)
Closer	3	0.2%
Killer Queen - 2011 Mix	2	0.2%
You're Gonna Go Far, Kid	2	0.2%
Lightning Crashes	2	0.2%
Simple Man	2	0.2%
Renegade	2	0.2%
Little Talks	2	0.2%
Under the Bridge	2	0.2%
SOS	2	0.2%
Skinny Love	2	0.2%
Wake Up	2	0.2%
Runaway	2	0.2%
Trinity	2	0.2%
I Miss You	2	0.2%
Bad Moon Rising	2	0.2%
Collide	2	0.2%
My Immortal	2	0.2%
Paris	2	0.2%
Dig	2	0.2%
The Mother We Share	2	0.2%
Pompeii	2	0.2%
Burn	2	0.2%
Runaways	2	0.2%
Your Song	2	0.2%
Savior	2	0.2%
Other values (1188)	1191	95.9%

Length

Max length	139
Median length	13
Mean length	16.64009662
Min length	3

Overview of Unicode Properties

Unique unicode characters	86
Unique unicode categories (?)	11
Unique unicode scripts (?)	2
Unique unicode blocks (?)	3

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	2620	12.7%
e	2015	9.7%
o	1171	5.7%
a	1134	5.5%
i	1018	4.9%
n	1008	4.9%
t	955	4.6%
r	949	4.6%
s	704	3.4%
l	634	3.1%
h	543	2.6%
u	438	2.1%
d	429	2.1%
m	336	1.6%
g	332	1.6%
y	332	1.6%
T	312	1.5%
S	312	1.5%
c	282	1.4%
M	252	1.2%
A	245	1.2%
f	236	1.1%
I	203	1.0%
L	202	1.0%
R	198	1.0%
Other values (61)	3807	18.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13481	65.2%
Uppercase Letter	3628	17.6%
Space Separator	2620	12.7%
Other Punctuation	311	1.5%
Decimal Number	212	1.0%
Open Punctuation	141	0.7%
Close Punctuation	141	0.7%
Dash Punctuation	122	0.6%
Final Punctuation	5	< 0.1%
Currency Symbol	5	< 0.1%
Math Symbol	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	312	8.6%
S	312	8.6%
M	252	6.9%
A	245	6.8%
I	203	5.6%
L	202	5.6%
R	198	5.5%
D	197	5.4%
B	190	5.2%
W	183	5.0%
C	159	4.4%
O	137	3.8%
G	135	3.7%
F	135	3.7%
H	134	3.7%
N	111	3.1%
Y	106	2.9%
P	97	2.7%
E	86	2.4%
K	67	1.8%
U	61	1.7%
J	41	1.1%
V	38	1.0%
Z	12	0.3%
Q	8	0.2%
Other values (2)	7	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	2015	14.9%
o	1171	8.7%
a	1134	8.4%
i	1018	7.6%
n	1008	7.5%
t	955	7.1%
r	949	7.0%
s	704	5.2%
l	634	4.7%
h	543	4.0%
u	438	3.2%
d	429	3.2%
m	336	2.5%
g	332	2.5%
y	332	2.5%
c	282	2.1%
f	236	1.8%
k	194	1.4%
v	189	1.4%
p	186	1.4%
w	149	1.1%
b	113	0.8%
x	78	0.6%
z	35	0.3%
j	9	0.1%
Other values (5)	12	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	113	36.3%
'	78	25.1%
,	45	14.5%
&	25	8.0%
"	13	4.2%
?	12	3.9%
/	11	3.5%
!	10	3.2%
:	3	1.0%
@	1	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2620	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	46	21.7%
0	45	21.2%
2	39	18.4%
4	16	7.5%
9	15	7.1%
3	12	5.7%
5	12	5.7%
8	11	5.2%
7	10	4.7%
6	6	2.8%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	135	95.7%
[	6	4.3%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	135	95.7%
]	6	4.3%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	122	100.0%

Most frequent Final Punctuation characters

Value	Count	Frequency (%)
’	5	100.0%

Most frequent Currency Symbol characters

Value	Count	Frequency (%)
$	5	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17109	82.8%
Common	3558	17.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	2015	11.8%
o	1171	6.8%
a	1134	6.6%
i	1018	6.0%
n	1008	5.9%
t	955	5.6%
r	949	5.5%
s	704	4.1%
l	634	3.7%
h	543	3.2%
u	438	2.6%
d	429	2.5%
m	336	2.0%
g	332	1.9%
y	332	1.9%
T	312	1.8%
S	312	1.8%
c	282	1.6%
M	252	1.5%
A	245	1.4%
f	236	1.4%
I	203	1.2%
L	202	1.2%
R	198	1.2%
D	197	1.2%
Other values (32)	2672	15.6%

Most frequent Common characters

Value	Count	Frequency (%)
	2620	73.6%
(	135	3.8%
)	135	3.8%
-	122	3.4%
.	113	3.2%
'	78	2.2%
1	46	1.3%
,	45	1.3%
0	45	1.3%
2	39	1.1%
&	25	0.7%
4	16	0.4%
9	15	0.4%
"	13	0.4%
?	12	0.3%
3	12	0.3%
5	12	0.3%
/	11	0.3%
8	11	0.3%
7	10	0.3%
!	10	0.3%
6	6	0.2%
[	6	0.2%
]	6	0.2%
’	5	0.1%
Other values (4)	10	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20654	99.9%
None	8	< 0.1%
Punctuation	5	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
	2620	12.7%
e	2015	9.8%
o	1171	5.7%
a	1134	5.5%
i	1018	4.9%
n	1008	4.9%
t	955	4.6%
r	949	4.6%
s	704	3.4%
l	634	3.1%
h	543	2.6%
u	438	2.1%
d	429	2.1%
m	336	1.6%
g	332	1.6%
y	332	1.6%
T	312	1.5%
S	312	1.5%
c	282	1.4%
M	252	1.2%
A	245	1.2%
f	236	1.1%
I	203	1.0%
L	202	1.0%
R	198	1.0%
Other values (55)	3794	18.4%

Most frequent None characters

Value	Count	Frequency (%)
é	4	50.0%
à	1	12.5%
Ø	1	12.5%
ê	1	12.5%
ú	1	12.5%

Most frequent Punctuation characters

Value	Count	Frequency (%)
’	5	100.0%

artist
Categorical

HIGH CARDINALITY

Distinct count	631
Unique (%)	50.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Thirty Seconds To Mars	42
Logic	40
Hands Like Houses	28
Lady Gaga	27
A Day To Remember	17
Other values (626)	1088

Value	Count	Frequency (%)
Thirty Seconds To Mars	42	3.4%
Logic	40	3.2%
Hands Like Houses	28	2.3%
Lady Gaga	27	2.2%
A Day To Remember	17	1.4%
Adam Lambert	16	1.3%
Moon Taxi	14	1.1%
Asking Alexandria	13	1.0%
Neck Deep	12	1.0%
Queen	11	0.9%
Glass Animals	11	0.9%
AFI	9	0.7%
Big Gigantic	9	0.7%
My Chemical Romance	8	0.6%
Childish Gambino	8	0.6%
Panic! At The Disco	7	0.6%
blink-182	7	0.6%
Rise Against	7	0.6%
The Chainsmokers	7	0.6%
GRiZ	7	0.6%
Hozier	7	0.6%
Sam Hunt	7	0.6%
Muse	7	0.6%
PVRIS	6	0.5%
P!nk	6	0.5%
Other values (606)	909	73.2%

Length

Max length	33
Median length	11
Mean length	11.19082126
Min length	2

Overview of Unicode Properties

Unique unicode characters	80
Unique unicode categories (?)	9
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	1217	8.8%
	1203	8.7%
a	1028	7.4%
i	873	6.3%
n	763	5.5%
o	746	5.4%
r	666	4.8%
s	642	4.6%
l	507	3.6%
t	485	3.5%
h	373	2.7%
d	350	2.5%
c	323	2.3%
T	316	2.3%
y	288	2.1%
m	277	2.0%
u	252	1.8%
L	240	1.7%
M	228	1.6%
A	228	1.6%
g	215	1.5%
S	209	1.5%
k	201	1.4%
D	135	1.0%
B	132	0.9%
Other values (55)	2002	14.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9790	70.4%
Uppercase Letter	2774	20.0%
Space Separator	1203	8.7%
Decimal Number	71	0.5%
Other Punctuation	42	0.3%
Dash Punctuation	13	0.1%
Math Symbol	4	< 0.1%
Connector Punctuation	1	< 0.1%
Currency Symbol	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	1217	12.4%
a	1028	10.5%
i	873	8.9%
n	763	7.8%
o	746	7.6%
r	666	6.8%
s	642	6.6%
l	507	5.2%
t	485	5.0%
h	373	3.8%
d	350	3.6%
c	323	3.3%
y	288	2.9%
m	277	2.8%
u	252	2.6%
g	215	2.2%
k	201	2.1%
b	132	1.3%
p	101	1.0%
v	95	1.0%
w	64	0.7%
f	61	0.6%
x	59	0.6%
z	48	0.5%
j	18	0.2%
Other values (4)	6	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	316	11.4%
L	240	8.7%
M	228	8.2%
A	228	8.2%
S	209	7.5%
D	135	4.9%
B	132	4.8%
R	131	4.7%
C	129	4.7%
H	125	4.5%
G	122	4.4%
P	114	4.1%
E	85	3.1%
O	79	2.8%
I	78	2.8%
F	76	2.7%
N	70	2.5%
K	65	2.3%
J	57	2.1%
W	47	1.7%
V	28	1.0%
Z	18	0.6%
Y	18	0.6%
U	17	0.6%
Q	15	0.5%
Other values (3)	12	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1203	100.0%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	1	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	20	28.2%
8	10	14.1%
2	9	12.7%
0	8	11.3%
9	6	8.5%
5	6	8.5%
3	4	5.6%
7	4	5.6%
4	3	4.2%
6	1	1.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	14	33.3%
!	13	31.0%
&	4	9.5%
'	4	9.5%
,	3	7.1%
/	2	4.8%
?	1	2.4%
:	1	2.4%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	4	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	13	100.0%

Most frequent Currency Symbol characters

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12564	90.4%
Common	1335	9.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	1217	9.7%
a	1028	8.2%
i	873	6.9%
n	763	6.1%
o	746	5.9%
r	666	5.3%
s	642	5.1%
l	507	4.0%
t	485	3.9%
h	373	3.0%
d	350	2.8%
c	323	2.6%
T	316	2.5%
y	288	2.3%
m	277	2.2%
u	252	2.0%
L	240	1.9%
M	228	1.8%
A	228	1.8%
g	215	1.7%
S	209	1.7%
k	201	1.6%
D	135	1.1%
B	132	1.1%
b	132	1.1%
Other values (32)	1738	13.8%

Most frequent Common characters

Value	Count	Frequency (%)
	1203	90.1%
1	20	1.5%
.	14	1.0%
!	13	1.0%
-	13	1.0%
8	10	0.7%
2	9	0.7%
0	8	0.6%
9	6	0.4%
5	6	0.4%
3	4	0.3%
7	4	0.3%
&	4	0.3%
+	4	0.3%
'	4	0.3%
4	3	0.2%
,	3	0.2%
/	2	0.1%
_	1	0.1%
?	1	0.1%
:	1	0.1%
$	1	0.1%
6	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13894	> 99.9%
None	5	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	1217	8.8%
	1203	8.7%
a	1028	7.4%
i	873	6.3%
n	763	5.5%
o	746	5.4%
r	666	4.8%
s	642	4.6%
l	507	3.6%
t	485	3.5%
h	373	2.7%
d	350	2.5%
c	323	2.3%
T	316	2.3%
y	288	2.1%
m	277	2.0%
u	252	1.8%
L	240	1.7%
M	228	1.6%
A	228	1.6%
g	215	1.5%
S	209	1.5%
k	201	1.4%
D	135	1.0%
B	132	1.0%
Other values (50)	1997	14.4%

Most frequent None characters

Value	Count	Frequency (%)
ö	1	20.0%
è	1	20.0%
Ů	1	20.0%
Ö	1	20.0%
é	1	20.0%

target
Boolean

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

1	1242

Frequency Table

Value	Count	Frequency (%)
1	1242	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	type	id	uri	track_href	analysis_url	duration_ms	time_signature	song_name	artist	target
0	0.833	0.545	2	-4.004	0	0.4620	0.352000	0.000000	0.0915	0.541	77.035	audio_features	75Q69chmd8CEZbVsA4CDMm	spotify:track:75Q69chmd8CEZbVsA4CDMm	https://api.spotify.com/v1/tracks/75Q69chmd8CEZbVsA4CDMm	https://api.spotify.com/v1/audio-analysis/75Q69chmd8CEZbVsA4CDMm	148494	4	Gorgeous	mansionz	1
1	0.596	0.248	0	-14.576	0	0.2740	0.794000	0.000000	0.0872	0.189	112.043	audio_features	38kjIfRtXsUxXyzhsKwX7i	spotify:track:38kjIfRtXsUxXyzhsKwX7i	https://api.spotify.com/v1/tracks/38kjIfRtXsUxXyzhsKwX7i	https://api.spotify.com/v1/audio-analysis/38kjIfRtXsUxXyzhsKwX7i	383025	4	i'm thinking about horses	mansionz	1
2	0.546	0.771	3	-7.560	0	0.1160	0.011700	0.351000	0.3350	0.701	130.224	audio_features	1YT8xkroYGNLGR4qhuWLC4	spotify:track:1YT8xkroYGNLGR4qhuWLC4	https://api.spotify.com/v1/tracks/1YT8xkroYGNLGR4qhuWLC4	https://api.spotify.com/v1/audio-analysis/1YT8xkroYGNLGR4qhuWLC4	265947	4	Number 9	Moon Hooch	1
3	0.515	0.827	7	-5.423	1	0.0923	0.000361	0.838000	0.1380	0.427	173.988	audio_features	76gYk9g0bZj47NyIKzjLF6	spotify:track:76gYk9g0bZj47NyIKzjLF6	https://api.spotify.com/v1/tracks/76gYk9g0bZj47NyIKzjLF6	https://api.spotify.com/v1/audio-analysis/76gYk9g0bZj47NyIKzjLF6	246094	4	Execute	Excision	1
4	0.387	0.678	0	-8.399	1	0.0817	0.001080	0.872000	0.1010	0.368	172.641	audio_features	7tvuLLroI0n6uYBWuFig5d	spotify:track:7tvuLLroI0n6uYBWuFig5d	https://api.spotify.com/v1/tracks/7tvuLLroI0n6uYBWuFig5d	https://api.spotify.com/v1/audio-analysis/7tvuLLroI0n6uYBWuFig5d	562707	3	Lateralus	TOOL	1
5	0.619	0.885	10	-4.309	1	0.0592	0.023400	0.480000	0.1110	0.227	100.007	audio_features	3OPfGZ252zPTSTsUA8fKfC	spotify:track:3OPfGZ252zPTSTsUA8fKfC	https://api.spotify.com/v1/tracks/3OPfGZ252zPTSTsUA8fKfC	https://api.spotify.com/v1/audio-analysis/3OPfGZ252zPTSTsUA8fKfC	290406	4	Tech Power	Extra Terra	1
6	0.823	0.763	4	-4.436	0	0.3590	0.685000	0.281000	0.7070	0.541	82.927	audio_features	1ANL434p3ylsEfGVPWTSx8	spotify:track:1ANL434p3ylsEfGVPWTSx8	https://api.spotify.com/v1/tracks/1ANL434p3ylsEfGVPWTSx8	https://api.spotify.com/v1/audio-analysis/1ANL434p3ylsEfGVPWTSx8	190843	4	Different	The Geek x Vrv	1
7	0.457	0.874	10	-2.885	0	0.1070	0.059400	0.000000	0.0778	0.307	140.126	audio_features	6SHYw8sZL04aTwLCH1ilr9	spotify:track:6SHYw8sZL04aTwLCH1ilr9	https://api.spotify.com/v1/tracks/6SHYw8sZL04aTwLCH1ilr9	https://api.spotify.com/v1/audio-analysis/6SHYw8sZL04aTwLCH1ilr9	258857	4	Never Let This Go	PURGE	1
8	0.572	0.684	8	-9.647	1	0.0390	0.221000	0.000713	0.1140	0.549	100.042	audio_features	296SuibbT1VyzstPgRekHs	spotify:track:296SuibbT1VyzstPgRekHs	https://api.spotify.com/v1/tracks/296SuibbT1VyzstPgRekHs	https://api.spotify.com/v1/audio-analysis/296SuibbT1VyzstPgRekHs	175200	4	Daddy Like (Absrdst Remix)	Dorian Electra	1
9	0.653	0.519	2	-10.164	1	0.0497	0.406000	0.020900	0.1010	0.822	98.883	audio_features	1qRA5BS78u3gME0loMl9AA	spotify:track:1qRA5BS78u3gME0loMl9AA	https://api.spotify.com/v1/tracks/1qRA5BS78u3gME0loMl9AA	https://api.spotify.com/v1/audio-analysis/1qRA5BS78u3gME0loMl9AA	153693	4	For What It's Worth	Buffalo Springfield	1

Last rows

	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	type	id	uri	track_href	analysis_url	duration_ms	time_signature	song_name	artist	target
1232	0.702	0.898	9	-6.003	1	0.0373	0.008540	0.000154	0.0917	0.731	112.845	audio_features	1C0pmryC2MdXfa7MZ9uIrU	spotify:track:1C0pmryC2MdXfa7MZ9uIrU	https://api.spotify.com/v1/tracks/1C0pmryC2MdXfa7MZ9uIrU	https://api.spotify.com/v1/audio-analysis/1C0pmryC2MdXfa7MZ9uIrU	169760	4	One Week	Barenaked Ladies	1
1233	0.607	0.878	4	-4.422	1	0.0665	0.000246	0.000000	0.3370	0.853	119.955	audio_features	4UuHWIkAWnN176A2rx7YFB	spotify:track:4UuHWIkAWnN176A2rx7YFB	https://api.spotify.com/v1/tracks/4UuHWIkAWnN176A2rx7YFB	https://api.spotify.com/v1/audio-analysis/4UuHWIkAWnN176A2rx7YFB	193000	4	1985	Bowling For Soup	1
1234	0.623	0.938	0	-4.161	1	0.1230	0.002960	0.000852	0.4800	0.308	112.022	audio_features	4haZFPFNxXy4m3hJunjM8p	spotify:track:4haZFPFNxXy4m3hJunjM8p	https://api.spotify.com/v1/tracks/4haZFPFNxXy4m3hJunjM8p	https://api.spotify.com/v1/audio-analysis/4haZFPFNxXy4m3hJunjM8p	165960	4	The Metal	Tenacious D	1
1235	0.569	0.968	2	-1.766	0	0.1060	0.011600	0.000000	0.2420	0.734	158.029	audio_features	4J98iztMrDccD9JNKP2DXG	spotify:track:4J98iztMrDccD9JNKP2DXG	https://api.spotify.com/v1/tracks/4J98iztMrDccD9JNKP2DXG	https://api.spotify.com/v1/audio-analysis/4J98iztMrDccD9JNKP2DXG	145480	4	Radio Song	Superbus	1
1236	0.582	0.765	9	-6.544	1	0.0376	0.001060	0.050600	0.3440	0.528	128.164	audio_features	6ISuXA3UCPMtsyEUGUTAyn	spotify:track:6ISuXA3UCPMtsyEUGUTAyn	https://api.spotify.com/v1/tracks/6ISuXA3UCPMtsyEUGUTAyn	https://api.spotify.com/v1/audio-analysis/6ISuXA3UCPMtsyEUGUTAyn	200493	4	Stellar	Incubus	1
1237	0.279	0.664	9	-8.851	1	0.0371	0.000389	0.000655	0.1330	0.490	104.560	audio_features	0ancVQ9wEcHVd0RrGICTE4	spotify:track:0ancVQ9wEcHVd0RrGICTE4	https://api.spotify.com/v1/tracks/0ancVQ9wEcHVd0RrGICTE4	https://api.spotify.com/v1/audio-analysis/0ancVQ9wEcHVd0RrGICTE4	237027	4	Take Me Out	Franz Ferdinand	1
1238	0.635	0.893	9	-5.251	1	0.0308	0.028500	0.000884	0.1790	0.946	113.454	audio_features	1JPXXDx2OHtSRuEq7ru6zf	spotify:track:1JPXXDx2OHtSRuEq7ru6zf	https://api.spotify.com/v1/tracks/1JPXXDx2OHtSRuEq7ru6zf	https://api.spotify.com/v1/audio-analysis/1JPXXDx2OHtSRuEq7ru6zf	188200	4	Shakin'	Eddie Money	1
1239	0.606	0.777	2	-11.034	1	0.0347	0.089000	0.000000	0.3210	0.859	123.077	audio_features	2hQnLzly0jRPpLPp23sA4i	spotify:track:2hQnLzly0jRPpLPp23sA4i	https://api.spotify.com/v1/tracks/2hQnLzly0jRPpLPp23sA4i	https://api.spotify.com/v1/audio-analysis/2hQnLzly0jRPpLPp23sA4i	240827	4	The Warrior (feat. Patty Smyth)	Scandal	1
1240	0.637	0.890	7	-4.872	1	0.0677	0.119000	0.000067	0.1030	0.923	127.689	audio_features	3XcjIvaZVUFAIdIYZqY9bd	spotify:track:3XcjIvaZVUFAIdIYZqY9bd	https://api.spotify.com/v1/tracks/3XcjIvaZVUFAIdIYZqY9bd	https://api.spotify.com/v1/audio-analysis/3XcjIvaZVUFAIdIYZqY9bd	207093	4	We're An American Band - Remastered 2002	Grand Funk Railroad	1
1241	0.559	0.825	0	-10.725	0	0.0401	0.077100	0.000000	0.3630	0.805	122.821	audio_features	3U7H63zKWLjOuFZJUmTowp	spotify:track:3U7H63zKWLjOuFZJUmTowp	https://api.spotify.com/v1/tracks/3U7H63zKWLjOuFZJUmTowp	https://api.spotify.com/v1/audio-analysis/3U7H63zKWLjOuFZJUmTowp	223733	4	You Give Love A Bad Name	Bon Jovi	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Connector Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Final Punctuation characters

Most frequent Currency Symbol characters

Most frequent Math Symbol characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most frequent Punctuation characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Connector Punctuation characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Math Symbol characters

Most frequent Dash Punctuation characters

Most frequent Currency Symbol characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Interactions

Correlations

Pearson's r

Spearman's ρ